Information geometry and phase transitions

被引:70
|
作者
Janke, W
Johnston, DA
Kenna, R [1 ]
机构
[1] Coventry Univ, Sch Math & Informat Sci, Coventry CV1 5FB, W Midlands, England
[2] Heriot Watt Univ, Dept Math, Edinburgh EH14 4AS, Midlothian, Scotland
[3] Univ Leipzig, Inst Theoret Phys, D-04109 Leipzig, Germany
关键词
information geometry; phase transitions;
D O I
10.1016/j.physa.2004.01.023
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The introduction of a metric onto the space of parameters in models in statistical mechanics and beyond gives an alternative perspective on their phase structure. In such a geometrisation, the scalar curvature, R, plays a central role. A non-interacting model has a flat geometry (R=0), while R diverges at the critical point of an interacting one. Here, the information geometry is studied for a number of solvable statistical-mechanical models. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:181 / 186
页数:6
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